Undergraduate Certificate in Statistical Modelling for Agricultural Exports
-- ViewingNowThe Undergraduate Certificate in Statistical Modelling for Agricultural Exports is a comprehensive course that provides learners with essential skills in statistical modeling, specifically tailored to the agricultural export industry. This course is vital in a world where data-driven decision-making is crucial for success.
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โข Introduction to Statistical Modeling: Descriptive statistics, probability distributions, and data exploration.
โข Regression Analysis: Simple and multiple linear regression, model selection, diagnostics, and interpretation.
โข Analysis of Variance (ANOVA): One-way and two-way ANOVA, factorial designs, and randomized complete block designs.
โข Experimental Design: Completely randomized designs, randomized block designs, and factorial experiments.
โข Time Series Analysis: Autoregressive (AR), moving average (MA), and autoregressive moving average (ARMA) models.
โข Multivariate Analysis: Principal component analysis, factor analysis, and multiple correspondence analysis.
โข Generalized Linear Models: Logistic regression, Poisson regression, and other GLMs.
โข Survival Analysis: Kaplan-Meier survival functions, Cox proportional hazards models, and applications.
โข Spatial Data Analysis: Point patterns, geostatistics, and spatial regression models.
โข Statistical Modeling for Agricultural Exports: Export demand analysis, forecasting, and risk assessment.
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